The chipped mug of tea sat untouched on the table, the steam long dissipated. The apartment was cold, the silence broken only by the incessant tick of the grandfather clock in the hallway. Sarah pulled the blanket tighter around her shoulders, the threadbare wool doing little to ward off the chill. Another birthday, another reminder of the years that had passed, years she felt she had wasted. She reached for the book, β€œLittle Women,” a desperate attempt to find a connection, a resonance.

She opened the book at random, and a pressed flower drifted onto the table. Attached to the flower was a small piece of paper. The handwriting was delicate, the message poignant, a whisper from the past. A single tear traced a path down her cheek.

Emotion: miserable

Cluster: Sadness / Despair
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.87

Role in Research

This story is one of 1,000 stories generated for the emotion miserable. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 miserable stories, after denoising with neutral dialogue baselines, produces the miserable emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the miserable vector is projected through the unembedding matrix.

Promoted:
😞0.369
无法0.321
焑法0.270
πŸ’”0.265
πŸ˜”0.262
Suppressed:
de-0.490
la-0.329
B-0.300
l-0.292
/-0.224